DocumentCode :
1613908
Title :
A semi-active suspension embedded controller in a FPGA
Author :
Basterretxea, Koldo ; Del Campo, Inés ; Echanobe, Javier
Author_Institution :
Dept. Electron. & Telecommun., Univ. of the Basque Country, Bilbao, Spain
fYear :
2010
Firstpage :
69
Lastpage :
78
Abstract :
This paper explores the applicability of a Piece-Wise Multilinear Fuzzy Inference System (PWM-FIS) to the realization of embedded digital controllers for semi-active suspension systems. The nonlinear controller, obtained by approximation of a modified Skyhook control strategy trough off-line training of the PWM-FIS, has been implemented in a Field Programmable Gate Array (FPGA) following a hardware-software partition methodology. The system comprehends four three-input/one-output parallel fuzzy controllers, thus allowing its application to the control of a complete four-wheel vehicle suspension system. Obtained input/output latency (control signal skew) of the implemented controller is only 90ns which warrants its applicability to any suspension system with high-speed real-time advanced control requirements.
Keywords :
automotive components; automotive electronics; control engineering computing; embedded systems; field programmable gate arrays; fuzzy control; fuzzy reasoning; nonlinear control systems; piecewise linear techniques; suspensions (mechanical components); FPGA; PWM-FIS; embedded digital controller; field programmable gate array; four wheel vehicle suspension system; hardware-software partition methodology; high-speed realtime advanced control requirements; modified Skyhook control strategy; nonlinear controller; parallel fuzzy controllers; piecewise multilinear fuzzy inference system; semi-active suspension embedded controller; Approximation methods; Control systems; Field programmable gate arrays; Inference algorithms; Roads; Suspensions; Training; Field Programmable Gate Array (FPGA); Piece-Wise Multilinear Fuzzy Inference System (PWM-FIS); embedded controller; semi-active suspension;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Embedded Systems (SIES), 2010 International Symposium on
Conference_Location :
Trento
Print_ISBN :
978-1-4244-5839-4
Electronic_ISBN :
978-1-4244-5840-0
Type :
conf
DOI :
10.1109/SIES.2010.5551387
Filename :
5551387
Link To Document :
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